Inspiration
We wanted to make regular, mundane tasks better organized than the systems provided because a lot of the times, you feel like you've missed important emails because they came up in a miscategorized within your email. Also, constantly manually filtering each email into a preferred category can get annoying after a while.
What it does
The app looks at your most recent emails and categorizes them into categories of your choosing -- you can edit the category names whenever!
How we built it
We connected the Gmail API to CockroachDB and connected to Intel to categorize emails with MindsDB. Then, we coded the front end on Reflex.
Challenges we ran into
Balancing the expectation for being able to write Pythonic code in Reflex and the shortcomings of what converts it into JavaScript on the front end. And that means we have to modify our logic to be more JavaScript-y in a Pythonic environment. Another issue we ran into was considering the scalability of the application, such as processing multiple requests at the same time.
Accomplishments that we're proud of
Managed to connect so many things together!
What we learned
How expectations from using previous technologies bias or inform our use of new technologies.
What's next for Bubblify
We'd love to expand the platform further, streamline it, and increase the capability of handling multiple users.
Built With
- cockroachdb
- figma
- langchain
- mindsdb
- openai
- reflex
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